End-to-end ownership of GCP billing investigations; Understanding of core GCP billing services; GCP pricing models; Correlating usage to financial outcomes; Invoice and usage analysis; Billing tools proficiency; SQL for BigQuery billing exports; IAM and hierarchy understanding; Documentation discipline.